Summary
Key results
Faster analysis of RFP documents
Greater capacity to handle more bids and tenders
Manual RFP analysis slowing down the bidding process
Global logistics companies operate in a highly competitive environment where speed and accuracy in responding to RFPs can determine whether a contract is won or lost. Each RFP may contain dozens of pages covering requirements, service level agreements, commercial terms, and operational scenarios. Missing key information or responding too slowly can directly impact business outcomes.
The client's teams relied on manual document reviews, sharing files across departments and extracting critical information using personal notes and spreadsheets. This resulted in long lead times, a higher risk of overlooking requirements, and limited capacity to manage a growing number of simultaneous opportunities.
As a result, proposal preparation became slower, less predictable, and more resource-intensive. To improve efficiency and gain better control over the bidding process, the client partnered with Sii Poland, leveraging its expertise in Generative AI and document process automation.
Automated document analysis powered by Generative AI
The goal of the project was to create a solution that would accelerate RFP analysis, shorten proposal preparation time, and provide teams with reliable, structured information.
Sii Poland designed and implemented a Generative AI solution enhanced with retrieval-augmented generation (RAG) capabilities to improve accuracy, transparency, and confidence in generated responses.
The delivered solution included:
- Automatic extraction of key information from RFP documents, including deadlines, scope, requirements, evaluation criteria, and technical parameters
- Generation of concise summaries based on multiple source documents
- Real-time question-and-answer functionality powered by RAG, providing transparent source references
- A continuous learning mechanism that incorporates user feedback and corrections to improve system performance over time
As a result, the daily work of bid and proposal teams became more structured, predictable, and less dependent on manual document processing.
Faster proposals, higher productivity, and more consistent bid responses
The Generative AI solution implemented by Sii Poland provided the client with a scalable and repeatable approach to working with RFP documentation, supporting both sales and operational teams.
By accelerating document analysis, the organization can prepare proposals faster, prioritize opportunities more effectively, and compete more successfully in tender processes.
The company can now process a greater number of RFPs without expanding its teams, while specialists can focus on proposal strategy and customer value rather than searching through extensive documentation. This translates into shorter bid cycles, improved process predictability, and reduced risk of errors.
Key results
- Reduced time required to analyze RFP documentation
- Increased number of requests handled each day
- Consistent, data-driven summaries supporting proposal preparation
- Fewer errors caused by manual document review
- More time for teams to focus on bid strategy and customer needs